Essays about: "information structure"

Showing result 16 - 20 of 1717 essays containing the words information structure.

1. 16. Machine Learning Prediction of Enzymes’ Optimal Catalytic Temperatures

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Camille Finlinson Porter; [2023-03-22]
   Keywords : enzyme; protein; amino acid; protein structure; optimal catalytic temperature;

   Abstract : Enzymes that have been genetically engineered to withstand high temperatures are used by industry to make products with less waste and pollution. Different features of protein structure affect the optimal catalytic temperature ("topt") at which enzymes catalyze reactions most efficiently. READ MORE

3. 17. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

   University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

   Author : Erik Everett Palm; [2023]
   Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

   Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

4. 18. Analysis of relatedness and genetic diversity in Swedish sheep breeds using medium density (50K) SNP data

   University essay from SLU/Dept. of Animal Breeding and Genetics

   Author : Krishani Devika Wijesinghe Sinhalage; [2023]
   Keywords : sheep; genetic diversity; population structure; inbreeding; runs of homozygosity; coat colour; MC1R;

   Abstract : The local Swedish sheep breeds belong to a group of sheep breeds known as North European short-tailed sheep breeds. Evaluation of genetic diversity, relatedness, and population structure of local breeds offers crucial metrics to prevent inbreeding depression, genetic erosion, and crossbreeding between locally adapted and exotic sheep breeds since these occurrences can have detrimental effects and ultimately lead to extinction. READ MORE

5. 19. Interactive Visualization of Network Models in JavaScript/TypeScript for Web-based Applications

   University essay from Umeå universitet/Institutionen för fysik

   Author : Morrow Erik; [2023]
   Keywords : Networks; Information visualization; Information Theory; Interactive visualization; Nätverk; Informationsvisualisering; Informationsteori; Interaktiv visualisering;

   Abstract : Networks of nodes and links are powerful tools to model complex systems, however, when the number of nodes and links grows to the thousands then even the network becomes too complex to comprehend unless we can simplify and highlight the networks underlying structure. The map equation is a method developed by the researchers at IntegratedScience Lab that uses an information theoretic approach to reveal community structure using the flow of information on the network modeled with random walks. READ MORE

6. 20. Improving Value Proposition by Structuring Product Information Flow

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Daniel Dahlström; Jacob Stark; [2023]
   Keywords : Value proposition; Business model innovation; Product information; Data structure; Management; Product lifecycle; Digitalization; Värdeerbjudande; Affärsmodellinnovation; Produktinformation; Datastruktur; Produktlivscykel; Digitalisering;

   Abstract : This thesis investigates the impact management of product information has on the well-studied concepts of value propositions and business model innovation. Previously, it was not sufficiently documented how this type of information influences these concepts. READ MORE